Upload sarimax model with evaluation metrics

model.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:97c55e424c49326ad5989df42aab3a398158b8fbaa730e0a465ebfcc111c8ffe
-size 89436804
+oid sha256:e689edccdd92359bc62791e29fc78eadadb19673cdc47d98e3bbe45910c8cd10
+size 88206666

model_config.json

@@ -1,54 +1,31 @@
 {
-  "model_name": "SARIMAX",
-  "hyperparameters": {
-    "order": [
-      2,
-      1,
-      1
-    ],
-    "seasonal_order": [
-      1,
-      1,
-      1,
-      7
-    ],
-    "trend": "c",
-    "enforce_stationarity": false,
-    "enforce_invertibility": false
-  },
-  "training_data": {
-    "train_days": 1913,
-    "test_days": 28,
-    "train_start": "2011-01-29 00:00:00",
-    "train_end": "2016-04-24 00:00:00",
-    "exog_features": [
-      "wday",
-      "month",
-      "snap_CA",
-      "snap_TX",
-      "snap_WI",
-      "has_event"
-    ],
-    "aic": 35869.684809082944,
-    "bic": 35941.80233095954
-  },
+  "model": "SARIMAX",
+  "order": [
+    2,
+    1,
+    1
+  ],
+  "seasonal_order": [
+    1,
+    1,
+    1,
+    7
+  ],
+  "trend": "c",
+  "exog_features": [
+    "wday",
+    "month",
+    "snap_CA",
+    "snap_TX",
+    "snap_WI",
+    "sin_day",
+    "cos_day"
+  ],
   "metrics": {
-    "rmse": 2759.696905356552,
-    "mae": 2260.247243573586,
-    "mape": 4.980222193545587,
-    "method": "SARIMAX",
-    "order": [
-      2,
-      1,
-      1
-    ],
-    "seasonal_order": [
-      1,
-      1,
-      1,
-      7
-    ],
-    "train_days": 1913,
-    "test_days": 28
-  }
+    "name": "SARIMAX",
+    "rmse": 1805.0597898619735,
+    "mae": 1542.259065026108,
+    "mape": 3.8031233802899376
+  },
+  "aic": 35400.122667436415
 }